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Liping Liu
Associate Professor, Computer Science, Tufts University
Joined
March 2018
Names
Liping Liu
,
Li-Ping Liu
Emails
****@gmail.com
(Confirmed)
,
****@tufts.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Associate Professor
Computer Science,
Tufts University
(tufts.edu)
2024
–
Present
Assistant Professor
Computer Science,
Tufts University
(tufts.edu)
2017
–
2024
Postdoc
Columbia University
(columbia.edu)
2016
–
2017
PhD student
Oregon State University
(oregonstate.edu)
2010
–
2016
Advisors, Relations & Conflicts
Postdoc Advisor
David Blei
2016
–
2017
PhD Advisor
Thomas Dietterich
2010
–
2016
Expertise
Dynamic system
2020
–
Present
Generative models
2018
–
Present
Graph learning
2018
–
Present
Bayesian deep learning
2016
–
Present
probabilistic modeling
2010
–
Present
Publications
Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis
Xiaohui Chen
,
Yongfei Liu
,
Yingxiang Yang
,
Jianbo Yuan
,
Quanzeng You
,
Li-Ping Liu
,
Hongxia Yang
Published: 01 Jan 2023, Last Modified: 22 Feb 2024
CoRR 2023
Readers:
Everyone
Exploiting Variable Correlation with Masked Modeling for Anomaly Detection in Time Series
Panagiotis Lymperopoulos
,
Yukun Li
,
Liping Liu
Published: 18 Nov 2022, Last Modified: 05 May 2023
RobustSeq @ NeurIPS 2022 Oral
Readers:
Everyone
Diffusion-based point cloud generation with smoothness constraints
Yukun Li
,
Liping Liu
22 Sept 2022 (modified: 13 Feb 2023)
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
PatchGT: Transformer over Non-trainable Clusters for Learning Graph Representations
Han Gao
,
Xu Han
,
Jiaoyang Huang
,
Jian-Xun Wang
,
Liping Liu
Published: 24 Nov 2022, Last Modified: 08 Feb 2026
LoG 2022 Poster
Readers:
Everyone
Interpretable Node Representation with Attribute Decoding
Xiaohui Chen
,
Xi Chen
,
Li-Ping Liu
Published: 01 Jan 2022, Last Modified: 05 Nov 2023
Trans. Mach. Learn. Res. 2022
Readers:
Everyone
Interpretable Node Representation with Attribute Decoding
Xiaohui Chen
,
Xi Chen
,
Liping Liu
2022 (modified: 16 Apr 2023)
CoRR 2022
Readers:
Everyone
Boost-RS: boosted embeddings for recommender systems and its application to enzyme-substrate interaction prediction
Xinmeng Li
,
Li-Ping Liu
,
Soha Hassoun
Published: 01 Jan 2022, Last Modified: 09 May 2023
Bioinform. 2022
Readers:
Everyone
Ensemble Spectral Prediction (ESP) Model for Metabolite Annotation
Xinmeng Li
,
Hao Zhu
,
Li-Ping Liu
,
Soha Hassoun
Published: 01 Jan 2022, Last Modified: 09 May 2023
CoRR 2022
Readers:
Everyone
Predicting Physics in Mesh-reduced Space with Temporal Attention
Xu Han
,
Han Gao
,
Tobias Pfaff
,
Jian-Xun Wang
,
Li-Ping Liu
Published: 01 Jan 2022, Last Modified: 09 May 2023
CoRR 2022
Readers:
Everyone
PatchGT: Transformer Over Non-Trainable Clusters for Learning Graph Representations
Han Gao
,
Xu Han
,
Jiaoyang Huang
,
Jian-Xun Wang
,
Liping Liu
Published: 01 Jan 2022, Last Modified: 09 May 2023
LoG 2022
Readers:
Everyone
View all 44 publications
Co-Authors
Aonan Zhang
Daniel Sheldon
David M. Blei
Dawei Zhou
Francisco J. R. Ruiz
Gabriel Appleby
Han Gao
Hao Zhu
Hongxia Yang
Jiajing Hu
Jian-Xun Wang
Jianbo Yuan
Jiaoyang Huang
Julie Jiang
Linfeng Liu
Matthias Scheutz
Michael C. Hughes
Nan Li
Neda Hassanpour
Panagiotis Lymperopoulos
Patrick Feeney
Quanzeng You
Ramtin Hosseini
Rebecca A. Hutchinson
Sarah Schneider
View all 42 co-authors